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Disease biology drives critical pipeline decisions

Our MultiomicsAI platform and data interpretation framework bring biological context to pipeline decisions.

Talk to our experts How it works Success stories

  • Most decisions run on partial evidence

    Teams often rely on only 5–20% of available molecular data when making critical decisions.

  • Context takes too long to assemble

    Integrating molecular context can take six months or more, if it happens at all.

  • When context is missing, risk rises

    Unclear biology slows decisions, increases iteration and complicates storytelling.

knowing01 solutions empower
Bio
to de-risk pipeline decisions.

We help teams make smarter pipeline decisions by enriching data packages for disease biology without slowing them down.

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With knowing01 software, everyone can link a vast amount of datasets in only one day.

Context at scale with smart data adaptors

Bring private and public molecular datasets together quickly, so you can explore the full evidence landscape instead of working project-by-project in isolated files.

Let's overcome the current limitations on the number of datasets that can be contextualized for critical pipeline decisions and disease biology disoveries.

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Molecular evidence linked with MultiomicsAI

Our knowledge-graph approach connects omics layers and translates between identifiers and models, so evidence becomes searchable, comparable, and reusable across programs.

We seamlessly link regulatory layers of coding and non-coding genes, established and yet-to-be-discovered biology. Between genetics and proteomics, mouse and human and more. With the flexibility to delve deeply into the areas your discoveries lead you.

Find out what layers get linked

Software-first for scientists, not just data teams

An intuitive workflow for upload, search, annotate, visualize, filter, rank, summarize, report and share, designed to turn molecular complexity into decision-ready insights.

The amount of data generated in Life Sciences is exploding. Working on a project-by-project basis and keeping your data science projects isolated is no longer an option.

We help you reduce the costs and risks of developing code repeatedly interrupted by new updates. Rely on professional software to focus on your innovations.

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Proven data interpretation framework​

Confidence doesn’t come from more data, but from asking the right questions. Our data interpretation framework helps teams set everything in the right context step-by-step so that critical evidence is systematically evaluated.

The proven framework serves as a checklist for biological insights, guiding teams to verify assumptions, avoid premature conclusions, and recognize when evidence is strong enough to move forward or when it’s time to stop.

Make decisions that are reproducible, comparable across projects and aligned among teams, whether you're working independently on the platform or collaborating with our experts.

Learn more about services and partnerships

  • De-risked 10+ clinical programs

    Automatically link molecular data.

  • 5–10× more data used for decisions

    Easily structure data interpretation.

  • 8–10 weeks from question to decision

    Rapidly surface valuable evidence.

Ready to make decisions faster & with stronger biological confidence?

Let’s scope a pilot around one high-value program decision.

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